The scent of chlorine stung Leo’s nostrils, a sharp reminder of the countless hours spent splashing in the community pool with Finn. Now, Finn didn’t even glance his way. The same pool, the same memories, yet a vast and chilling divide. "Excuse me," he said, his voice a low growl as he bumped Finn’s shoulder, sending a cascade of water over his newly bought gym bag.

The splash was intentional. He'd spent the last month re-acquiring his membership, memorizing Finn's workout schedule. He watched Finn’s face contort in annoyance.

Leo casually grabbed a towel, feigning concern. “Oh, my bad. Didn't see you there.” He knew he was being rude. The knot in his stomach tightened with each carefully chosen word, each calculated movement.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442